Entertain, then Cancel: How Thinking Makes Reasoning Models Read Some and Or Literally Paper • 2610.21204 • Published 11 days ago • 23
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis Paper • 2610.26828 • Published 7 days ago • 102
InfiniDream: Open-Ended Photorealistic 3D Worlds Through Procedural Generation Paper • 2610.26853 • Published 7 days ago • 35
PremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviews Paper • 2610.21046 • Published 11 days ago • 48
Data World: Scaling Data Environments from Scratch Paper • 2610.21656 • Published 11 days ago • 39
Cortex: Consolidating Context into Parametric Memory Paper • 2610.20399 • Published 12 days ago • 74
LeWAM: End-to-End World and Action Modeling with JEPAs Paper • 2610.12818 • Published 18 days ago • 33
JevGPT: Thinking Fast and Slow in Autonomous Research Paper • 2610.18272 • Published 13 days ago • 41
Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 18 days ago • 245
Stateless Language Agents: Scaling Long-Horizon Automated Research Paper • 2610.07625 • Published 20 days ago • 31
SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM Inference Paper • 2610.12327 • Published 18 days ago • 38
Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents Paper • 2610.01892 • Published 25 days ago • 39
Learning Functional Subspaces for Neural Network Compression Paper • 2609.40127 • Published 26 days ago • 26
SEER: Self-Evolving Event Reasoning and Retrieval for Time Series Forecasting Paper • 2610.04109 • Published 24 days ago • 35
PerturBot: Breaking Shortcut Priors in Vision-Language-Action Models with Perturbative Training Paper • 2610.04616 • Published 23 days ago • 21
Multilingual GSM-Symbolic: What determines capability transfer across languages? Paper • 2610.03367 • Published 24 days ago • 52
E-MoE: Enhanced Mixture-of-Experts for Non-Factorized Diffusion Language Models Paper • 2609.37533 • Published 27 days ago • 68
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 27 days ago • 208